Update README.md

README.md

@@ -9,6 +9,7 @@ datasets:
 
 # DistilProtBert model
 
-Distilled protein language of [ProtBert](https://huggingface.co/Rostlab/prot_bert) pretrained on protein sequences using a masked language modeling (MLM) objective. It was introduced in
-[this paper]() and can be used by this
-[this repository](). This model is trained on uppercase amino acids: it only works with capital letter amino acids.
+Distilled protein language of [ProtBert](https://huggingface.co/Rostlab/prot_bert).
+In addition to cross entropy and cosine teacher-student losses, DistilProtBert was pretrained on a masked language modeling (MLM) objective  and it only works with capital letter amino acids.
+
+# Model description